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2011.09892
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Data Representing Ground-Truth Explanations to Evaluate XAI Methods
18 November 2020
S. Amiri
Rosina O. Weber
Prateek Goel
Owen Brooks
Archer Gandley
Brian Kitchell
Aaron Zehm
XAI
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Papers citing
"Data Representing Ground-Truth Explanations to Evaluate XAI Methods"
4 / 4 papers shown
The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems
Learning with Imbalanced Domains: Theory and Applications (LIDTA), 2023
Adrian Stando
Mustafa Cavus
P. Biecek
160
11
0
30 Jun 2023
Disagreement amongst counterfactual explanations: How transparency can be deceptive
Dieter Brughmans
Lissa Melis
David Martens
215
5
0
25 Apr 2023
Longitudinal Distance: Towards Accountable Instance Attribution
Rosina O. Weber
Prateek Goel
S. Amiri
G. Simpson
200
1
0
23 Aug 2021
Knowledge-based XAI through CBR: There is more to explanations than models can tell
Rosina O. Weber
Manil Shrestha
Adam J. Johs
145
4
0
23 Aug 2021
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